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This paper provides a taxonomy for the licensing of data in the fields of artificial intelligence and machine learning.
Cat head detection-how to effectively exploit shape and texture features
Weiwei Zhang, Jian Sun, and Xiaoou Tang · 2008
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ImageNet: A Large-Scale Hierarchical Image Database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
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Learning multiple layers of features from tiny images
Alex Krizhevsky and Geoffrey Hinton · 2009
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An analysis of single-layer networks in unsupervised feature learning
Adam Coates, Andrew Ng, and Honglak Lee · 2011
Earlier work this paper cites.
Economies of scale: How the oil and gas industry cuts costs through replication
Economist Intelligence Unit · 2011
Cited alongside, same era.
Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
Cited alongside, same era.
Data ownership and access to data-position statement of the max planck institute for innovation and competition of 16 august 2016 on the current european debate
Josef Drexl, Reto Hilty, Luc Desaunettes, Franziska Greiner, Daria Kim, Heiko Richter, Gintare Surblyte, and Klaus Wiedemann · 2016
Cited alongside, same era.
1 Year, 1000km: The Oxford RobotCar Dataset
Will Maddern, Geoff Pascoe, Chris Linegar, and Paul Newman · 2017
Cited alongside, same era.
A marketplace for data: An algorithmic solution
Anish Agarwal, Munther Dahleh, and Tuhin Sarkar · 2018
Later among the works it cites.
Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumeé III, and Kate Crawford · 2018
Later among the works it cites.
Model cards for model reporting
Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, and Timnit Gebru · 2019
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